Simulating human cognition in LLM agents: a free 126K-word book covering memory decay, emotion engines, personality drift, and 12 other cognitive subsystems
r/LocalLLaMA
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Generative AI
Most LLM agents treat the model as the entire cognitive system. System prompt defines personality, RAG handles memory, chain-of-thought handles planning. It works until it doesn't, and when it breaks, there's no structural theory to debug against. This book takes a different approach: treat the LLM as a translation layer and build the actual cognitive architecture around it. Memory with Ebbinghaus forgetting curves and reconstructive distortion. Emotion using OCC appraisal models and PAD mood space. Decision-making through GOAP planners perturbed by prospect theory.